BMIE Market 44460
Columbiana County, Ohio · ZCTA boundaries as of 2020
Profile
| Population (current estimate) | 25,082 2020–2024 ACS 5-year estimate ±514 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B01003_001E · on 2020 boundaries · retrieved 2026-09-05 |
|---|---|
| Households | 10,355 2020–2024 ACS 5-year estimate ±455 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B11001_001E · on 2020 boundaries · retrieved 2026-09-05 |
| Population, 2010 Census count | 26,732 2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · POP10 · on 2010 boundaries · retrieved 2026-09-04 |
| Housing units | 11,853 2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · HU10 · on 2010 boundaries · retrieved 2026-09-04 |
| Median household income | $57,423 2020–2024 ACS 5-year estimate ±7,323 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B19013_001E · on 2020 boundaries · retrieved 2026-09-05 |
| Median age | 44.9 2020–2024 ACS 5-year estimate ±2 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B01002_001E · on 2020 boundaries · retrieved 2026-09-05 |
| Median gross rent | $765 2020–2024 ACS 5-year estimate ±71 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B25064_001E · on 2020 boundaries · retrieved 2026-09-05 |
| Median home value | $163,500 2020–2024 ACS 5-year estimate ±8,234 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B25077_001E · on 2020 boundaries · retrieved 2026-09-05 |
| Land area | 107.4 sq mi Census Gazetteer 2020 |
| Restaurants | 51 2023 · U.S. Census Bureau, ZIP Code Business Patterns 2023 detail (NAICS2022) · by USPS ZIP 44460 |
| Restaurants per 10,000 residents | 16.1 DERIVED: 2010 restaurants (ZIP) ÷ 2010 Census population (ZCTA) · different years, stated as such |
| Restaurant growth, 5-year | +13.3% DERIVED: 2018 → 2023, ZIP Code Business Patterns restaurants |
| Restaurant growth, 10-year | +30.8% DERIVED: 2013 → 2023, ZIP Code Business Patterns restaurants |
| Restaurant growth, 20-year | +34.2% DERIVED: 2003 → 2023, ZIP Code Business Patterns restaurants |
| Restaurant growth, Longest on file | +10.9% DERIVED: 1994 → 2023, ZIP Code Business Patterns restaurants |
| Projected restaurants, 2028 | 54 (range 51–57) FORECAST · linear trend v1 fitted to 2013–2023 (11 points, +0.9 per year, r² 0.84) · 80% range · confidence High · momentum, not a guarantee |
| Projected population, 5 years ahead | Needs more ACS years on file |
| BMIE Market Score | 61 / 100 MODELED · bmie_market_score v1 · confidence High · why? |
| Consumer Market Score | 62 / 100 MODELED · consumer_market_score v1 · confidence High · why? |
| Restaurant Opportunity Score | 56 / 100 MODELED · restaurant_opportunity_score v1 · confidence High · why? |
| Market Momentum Score | 68 / 100 MODELED · market_momentum_score v1 · confidence High · why? |
Map
Boundary: U.S. Census Bureau cartographic file, 1:500k, 2020 vintage. Basemap © OpenStreetMap contributors.Trends
Historical lines are published counts. Dashed lines are derived: a least-squares trend through the last decade, extended as a FORECAST with its 80% range. Momentum, not a guarantee.
Restaurants by year, with trend and projection
ZIP Code Business Patterns, USPS ZIP 44460. Projection: linear trend v1, fitted 2013–2023, +0.9 restaurants per year, r² 0.84, confidence High.Growth index (first year on file = 100)
Each category relative to its own first published count. Full/limited split is unavailable under SIC (before 1998).Mix of the food-service market
Share of all food-service establishments. "Other" = snack bars, caterers, contractors, mobile.Population and restaurants per 10,000 residents
Population points: 2010 Census count and ACS 5-year estimates on file (more vintages load over time). Density uses the population point within two years of each restaurant count. Population projection appears once three or more ACS years are loaded.Restaurant growth vs. Ohio and U.S. averages
Averages are the mean growth across all ZCTAs with the figure (state n = 989, U.S. n = 24,852). DERIVED from ZIP Code Business Patterns.Why these scores?
Each score is a weighted average of national percentile ranks (0 = lowest of all ZCTAs with that figure, 100 = highest). Weights are set in the model registry, not in code, and every score carries its model version.
BMIE Market Score: 61 (High confidence)
| Component | Value | Rank | Weight | Adds |
|---|---|---|---|---|
| Consumer Market Score | 61.5 | 62 | 40% | +24.6 |
| Restaurant Opportunity Score | 56.3 | 56 | 35% | +19.7 |
| Market Momentum Score | 68.2 | 68 | 25% | +17.1 |
Consumer Market Score: 62 (High confidence)
| Component | Value | Rank | Weight | Adds |
|---|---|---|---|---|
| Population (ACS) | 25,082 | 85 | 40% | +34.1 |
| Median household income (ACS) | 57,423 | 25 | 40% | +10.1 |
| Households (ACS) | 10,355 | 86 | 20% | +17.3 |
Restaurant Opportunity Score: 56 (High confidence)
| Component | Value | Rank | Weight | Adds |
|---|---|---|---|---|
| 10-year restaurant growth | 30.8 | 71 | 35% | +25.0 |
| Restaurants per 10,000 residents (lower = more room) | 20.3 | 36 | 25% | +9.1 |
| Population (ACS) | 25,082 | 85 | 20% | +17.1 |
| Median household income (ACS) | 57,423 | 25 | 20% | +5.1 |
Market Momentum Score: 68 (High confidence)
| Component | Value | Rank | Weight | Adds |
|---|---|---|---|---|
| 5-year restaurant growth | 13.3 | 71 | 50% | +35.7 |
| 10-year restaurant growth | 30.8 | 71 | 30% | +21.4 |
| 20-year restaurant growth | 34.2 | 55 | 20% | +11.1 |
A high score is a statistical position among all U.S. ZCTAs, not a prediction that a restaurant will succeed.
Restaurants on file (92)
By cuisine
American 18 · Pizza 14 · Coffee 12 · Ice cream / frozen desserts 8 · Sandwiches 7 · Italian 6 · Burgers 5 · Mexican 5 · Asian 4 · Chinese 4 · Dessert 3 · Southwestern / Tex-Mex 3 · Bakery 2 · Breakfast 2 · Chicken / wings 2 · European 2 · Japanese 2 · Seafood 2 · Steakhouse 2 · German / Eastern European 1 · Healthy / salads / bowls 1 · Hot dogs 1 · Juice / smoothies 1 · Latin American (other) 1 · Sushi 1
By type
Restaurant (service type not stated) 50 · Quick service 19 · Bar 18 · Casual dining 14 · Dessert 9 · Coffee shop 8 · Café 6 · Bakery 3 · Specialty food shop 3 · Buffet 1 · Delivery-focused 1 · Juice, smoothie, tea 1 · Other 1 · Winery / distillery / taproom 1
| Name | Type | Cuisine | Address | Status |
|---|---|---|---|---|
| Adele's Restaurant | Casual dining | American | 509 Snyder Rd | open |
| Alfredo's Pizza | Restaurant (service type not stated) | Pizza | 200 E 2nd St Ste G | open |
| Annabell's Restaurant | Restaurant (service type not stated) | American | 110 Benton Rd | open |
| Antone's Kitchen Salem | Restaurant (service type not stated) · Casual dining | Pizza · American | 709 E 3rd St | open |
| Arby's | Quick service · Restaurant (service type not stated) | Sandwiches | 2320 E State St | open |
| B B Rooners | Bar · Casual dining | American | 256 E State St | open |
| Back Home Market & Cafe | Café | Coffee | 1139 E Pidgeon Rd | open |
| Baskin-Robbins Dunkin' | Coffee shop · Restaurant (service type not stated) · Quick service · Dessert · Bakery | Ice cream / frozen desserts · Coffee · Dessert | 2823 E State St | open |
| Bob Evans Bob Evans | Restaurant (service type not stated) | American · Breakfast | 2299 E State St | open |
| BoneShakers | Casual dining · Restaurant (service type not stated) · Bar | 544 E Pershing St | open | |
| Brighton Hot Dog Shoppe Brighton Hot Dog Shoppe- Rochester, Vanport, Moon Twp. | Quick service | Hot dogs · Burgers | 2870 E State St #100 | open |
| Burger King Burger King | Quick service | Burgers · American | 1761 East State Street | open |
| C&p Imports | Coffee shop | Coffee | 15590 Salem Alliance Rd | open |
| Casa Nayarit | Restaurant (service type not stated) | Mexican | 377 S Ellsworth Ave | open |
| Chipotle Mexican Grill Chipotle Mexican Grill | Restaurant (service type not stated) | Mexican · Southwestern / Tex-Mex | 2203 E State St | open |
| Coaches Burger Bar Coaches Burger Bar | Bar · Casual dining | Burgers | 635 E State St | open |
| Cocca's Pizza Cocca's Pizza | Restaurant (service type not stated) | Pizza · Italian | 2348 E State St | open |
| Country Cafe | Café | Coffee | 31257 Salem Alliance Rd | open |
| Dairy King | Dessert | Ice cream / frozen desserts | 1164 E Pidgeon Rd | open |
| Dairy Queen Dairy Queen | Quick service · Dessert | Ice cream / frozen desserts · American | 855 W State St | open |
| De Rienzo's Italian Foods | Restaurant (service type not stated) | Italian | 387 S Broadway Ave | open |
| Delight on Broadway | Restaurant (service type not stated) | 119 S Broadway Ave | open | |
| Domino's Domino's Pizza | Quick service · Delivery-focused | Pizza | 120 N. Lincoln Ave | open |
| Dunkin' | Coffee shop | Coffee | 809 W State St | open |
| East of Chicago Pizza Salem Ohio East Of Chicago Pizza Barberton | Restaurant (service type not stated) | Pizza · Italian | 2307 E State St | open |
| EuroGyro Salem Euro Gyro | Restaurant (service type not stated) | European · German / Eastern European | 110 W State St | open |
| Ezio's Italian Restaurant | Restaurant (service type not stated) | Italian · European | 182 S Broadway Ave | open |
| Fernengels Tavern | Bar · Casual dining | 496 S Broadway Ave | open | |
| Flying Pig Saloon | Casual dining · Bar | American | 175 N Ellsworth Ave | open |
| Friends Roastery | Coffee shop | Coffee | 474 E State St | open |
| Gezo's Pizza | Restaurant (service type not stated) | Pizza · Italian | 200 E 2nd St | open |
| Grizzly Bean Coffee House | Coffee shop | Coffee | 1440 Franklin Ave | open |
| Hale’s Pub | Bar | open | ||
| Heggy's Candy | Dessert · Juice, smoothie, tea · Bakery | Juice / smoothies · Bakery | 296 E State St | open |
| Herbalife We Love Nutrition 330 | Restaurant (service type not stated) | Healthy / salads / bowls | 200 E 2nd St Ste F | open |
| Hibachi Express | Restaurant (service type not stated) | Japanese · Asian | 2955 E State St | open |
| Horst Sandwich Co. | Specialty food shop · Quick service · Dessert | Sandwiches · Ice cream / frozen desserts | 1128 W State St | open |
| Jalisco's | Restaurant (service type not stated) | Mexican · Southwestern / Tex-Mex | 2488 E State St | open |
| Jersey Mike's Subs Jersey Mike's Subs | Specialty food shop · Quick service | Sandwiches | 2337 E State St | open |
| Josie's Pizza Shop | Restaurant (service type not stated) | Pizza | 763 E State St | open |
| Kaden's Yogurt | Dessert | Ice cream / frozen desserts | 2870 E State St | open |
| Kast Iron Soda Works | Bar | 420 E State St | open | |
| KFC KFC | Quick service | Chicken / wings · American | 156 North Lincoln Avenue | open |
| King Buffet | Restaurant (service type not stated) | Chinese | 2350 E State St | open |
| Kravitz Deli - Salem | Restaurant (service type not stated) · Quick service · Specialty food shop · Café | Coffee · Sandwiches | 127 Penn Ave | open |
| Liebe Wein | Winery / distillery / taproom · Bar | 530 E State St | open | |
| Little Caesars Pizza Little Caesars | Quick service · Restaurant (service type not stated) | Pizza | 2955 E State St | open |
| Long John Silver's Long John Silver's | Quick service | Seafood · American | 1872 E State St | open |
| Main Moon Chinese Restaurant | Restaurant (service type not stated) | Chinese · Asian | 200 E 2nd St | open |
| Marco's Pizza | Restaurant (service type not stated) | Pizza | 120 N Lincoln Ave | open |
| McDonald's McDonald's | Quick service · Restaurant (service type not stated) | Burgers | 1892 E State St | open |
| Mike's Penn Ave Grille | Restaurant (service type not stated) | Steakhouse · Seafood · American | 599 E State St | open |
| North Jersey Pizza Company | Restaurant (service type not stated) | Pizza · Italian | 990 W State St | open |
| Oasis Indoor Golf & Sports Bar | Bar | 2487 E State St | open | |
| Papa Johns Pizza Papa John's Pizza | Quick service · Restaurant (service type not stated) | Pizza | 1015 E State St | open |
| Penn Grill Restaurant & Lounge | Restaurant (service type not stated) | 599 E State St | open | |
| Pizza Hut Pizza Hut | Quick service · Restaurant (service type not stated) | Pizza | 325 W State St Columbiana | open |
| Pondi's Restaurant & Bar | Bar · Restaurant (service type not stated) | open | ||
| Pop Jackson's Restaurant | Restaurant (service type not stated) · Casual dining | American | 280 Benton Rd | open |
| Popeyes Louisiana Kitchen | Restaurant (service type not stated) | Chicken / wings | 2823 E State St | open |
| PravesCraves | Dessert | Ice cream / frozen desserts · Dessert | 200 E 2nd St | open |
| Quaker Steak and Lube Quaker Steak and Lube | Restaurant (service type not stated) · Casual dining · Bar | American | 161 Penn Ave | open |
| Quaker Village | Casual dining · Restaurant (service type not stated) · Café | American · Coffee | 201 S Lincoln Ave | open |
| Rancho Viejo | Restaurant (service type not stated) | Mexican · Southwestern / Tex-Mex | 377 S Ellsworth Ave | open |
| Raymond's Ice Cream Parlor | Dessert · Restaurant (service type not stated) | Ice cream / frozen desserts · Breakfast | 496 E State St | open |
| Rendezvous Bar and Grill | Restaurant (service type not stated) · Bar | American | 1688 S Lincoln Ave | open |
| Ricky's English Pub | Bar · Casual dining | 151 E State St | open | |
| Romeo's Pizza | Restaurant (service type not stated) | Pizza | 2440 SE Blvd., Ste B | open |
| Salem Club | Bar | 542 S Broadway Ave | open | |
| Salem VFW post 892 | Bar | 496 Arch St | open | |
| Shamie Shack Timashamie Family Campgrounds | Restaurant (service type not stated) | open | ||
| Starbucks Starbucks | Coffee shop · Restaurant (service type not stated) · Café | Coffee | 2262 E State St | open |
| Subway Subway | Quick service · Restaurant (service type not stated) | Sandwiches | 2875 E State St | open |
| Subway Subway | Quick service | Sandwiches | 2586 East State St, Ste C, Salem Commons | open |
| Subway | Other | Sandwiches | 200 E 2nd St Ste M | open |
| Sumo Steakhouse and Sushi | Restaurant (service type not stated) | Steakhouse · Sushi · Japanese | 2350 E State St | open |
| Sunny's Chinese Restaurant | Restaurant (service type not stated) | Chinese · Asian | 789 W State St | open |
| Sweet and Sourdough Girls | Bakery | Bakery | 11048 W Pine Lake Rd | open |
| Taqueria Don Julio | Restaurant (service type not stated) | Mexican · Latin American (other) | 709 E 3rd St | open |
| The Coffee Grounds | Coffee shop · Restaurant (service type not stated) | Coffee | open | |
| The Coffeehouse at Club Nine | Coffee shop · Café | Coffee | 15518 Salem Alliance Rd | open |
| The Foundry | Casual dining · Bar | American | 530 S Broadway Ave | open |
| The OG | Bar · Restaurant (service type not stated) · Casual dining | 146 S Broadway Ave | open | |
| The Rumpled Queen | Casual dining · Bar | 387 S Broadway Ave | open | |
| This Guy's Place | Quick service · Restaurant (service type not stated) | American | 1834 Depot Rd | open |
| Totally 80s Ice Ice Cream Shoppe - Salem | Dessert | Ice cream / frozen desserts · Dessert | 657 E State St | open |
| Vicotrio's Pizza | Restaurant (service type not stated) | Pizza | 990 W State St | open |
| Wendy's Wendy's | Quick service | Burgers · American | 2388 E State Street | open |
| Wong's Buffet | Buffet | Chinese · Asian | 2362 E State St | open |
| Big Dog Express | Restaurant (service type not stated) | 1052 W State St | closed | |
| Greenford Cupboard | Restaurant (service type not stated) | 11975 Lisbon Rd | closed | |
| Jo Stew Enterprises Inc | Restaurant (service type not stated) | 885 W State St | closed |
Restaurant establishments over time
| Year | All food service | Restaurants | Full-service | Limited-service | Snack & beverage | Bars | Industry codes |
|---|---|---|---|---|---|---|---|
| 1994 | 48 | 46 | — | — | — | 2 | SIC1987 |
| 1995 | 49 | 47 | — | — | — | 2 | SIC1987 |
| 1996 | 49 | 45 | — | — | — | 4 | SIC1987 |
| 1997 | 49 | 47 | — | — | — | 2 | SIC1987 |
| 1998 | 48 | 44 | 21 | 19 | 4 | 1 | NAICS1997 |
| 1999 | 44 | 38 | 19 | 14 | 4 | 3 | NAICS1997 |
| 2000 | 47 | 37 | 19 | 14 | 3 | 4 | NAICS1997 |
| 2001 | 46 | 36 | 19 | 15 | 2 | 5 | NAICS1997 |
| 2002 | 48 | 40 | 21 | 17 | 2 | 5 | NAICS1997 |
| 2003 | 45 | 38 | 19 | 17 | 2 | 5 | NAICS2002 |
| 2004 | 46 | 38 | 17 | 18 | 3 | 5 | NAICS2002 |
| 2005 | 47 | 39 | 18 | 18 | 3 | 5 | NAICS2002 |
| 2006 | 48 | 40 | 17 | 19 | 3 | 5 | NAICS2002 |
| 2007 | 53 | 43 | 17 | 20 | 5 | 5 | NAICS2002 |
| 2008 | 52 | 44 | 19 | 19 | 5 | 4 | NAICS2007 |
| 2009 | 52 | 45 | 18 | 21 | 5 | 4 | NAICS2007 |
| 2010 | 50 | 43 | 18 | 21 | 4 | 4 | NAICS2007 |
| 2011 | 46 | 38 | 16 | 16 | 5 | 5 | NAICS2007 |
| 2012 | 49 | 39 | 14 | 20 | 4 | 5 | NAICS2012 |
| 2013 | 49 | 39 | 14 | 20 | 4 | 5 | NAICS2012 |
| 2014 | 53 | 43 | 15 | 23 | 4 | 4 | NAICS2012 |
| 2015 | 51 | 43 | 15 | 22 | 5 | 3 | NAICS2012 |
| 2016 | 52 | 42 | 14 | 23 | 4 | 4 | NAICS2012 |
| 2017 | 52 | 44 | 14 | 26 | 3 | 3 | NAICS2017 |
| 2018 | 51 | 45 | 16 | 26 | 3 | — | NAICS2017 |
| 2019 | 50 | 45 | 16 | 26 | 3 | — | NAICS2017 |
| 2020 | 51 | 48 | 17 | 29 | — | — | NAICS2017 |
| 2021 | 51 | 46 | 15 | 28 | 3 | — | NAICS2017 |
| 2022 | 52 | 47 | 17 | 27 | 3 | — | NAICS2022 |
| 2023 | 54 | 51 | 18 | 26 | 7 | — | NAICS2022 |
Nearby markets (within 5 miles)
| ZCTA | Distance | Restaurants | Year |
|---|---|---|---|
| 44619 | 4.5 mi | 2 | 1995 |